TSKS14 Multiple Antenna Communications
TSKS14 Multiple Antenna Communications is a course that teaches the basics of multiple antenna communications, which is one of the key technologies in future wireless communications, including 5G. The course starts from the channel capacity formulation for additive white Gaussian noise (AWGN) channels, which you hopefully have seen in a basic course on communications (e.g., TSKS10 Signals, information and communications). The capacity formula is analyzed and then generalized to channels with multiple antennas, at either the transmitter or the receiver, or both. The concepts of spatial multiplexing and array gain are described for such channels, which show the great improvements in communication performance that multiple antenna channels offer. Next, we consider how variations in the channel conditions, known as channel fading, affect the capacity. We introduce the concepts of outage capacity, spatial diversity, and ergodic capacity.
The last two-thirds of the course deals with multi-user communications, where a base station equipped with multiple antennas simultaneously transmits/receives information signals to/from multiple users. This is achieved by exploiting the spatial domain to separate the users by beamforming and this is a key technology for 5G communications. Fundamental properties such as channel coherence intervals, channel estimation, uplink detection, downlink beamforming, power control, and interference management are covered in the course. One important example of multi-user communications is Massive MIMO (multiple-input multiple-output), where the base station is equipped with hundreds of antennas to separate the users particularly well spatially and at the same time simplify the signal processing and the analysis.
The analysis of multiple antenna communication systems build on communication theory (the channel capacity concept), linear algebra (due to the multiple antennas), and mathematical statistics (due to the channel variations).
- The detailed course information is available in Lisam The study handbook contains general information.
Last updated: 2017 02 20 15:02